##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134792  11.725%  (99.692% of non-spam corpus)
# Correctly spam:     786383  68.405%  (77.523% of spam corpus)
# False positives:       416  0.036%  (0.308% of nonspam, 190197 weighted)
# False negatives:    228001  19.833%  (22.477% of spam, 381281 weighted)
# Average score for spam:  19.1    nonspam: -0.9
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              1149592  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16888  99.71%
# Correctly spam:      98116  77.50%
# False positives:        49  0.29%
# False negatives:     28489  22.50%
# TCR(l=50): 4.092084  SpamRecall: 77.498%  SpamPrec: 99.950%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 134731  99.65%
# Correctly spam:     767995  75.71%
# False positives:       477  0.35%
# False negatives:    246389  24.29%
# TCR(l=50): 3.753655  SpamRecall: 75.710%  SpamPrec: 99.938%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16873  99.62%
# Correctly spam:      95879  75.73%
# False positives:        64  0.38%
# False negatives:     30726  24.27%
# TCR(l=50): 3.731799  SpamRecall: 75.731%  SpamPrec: 99.933%